Pith Number

pith:AOGCDBIK

pith:2026:AOGCDBIKXFCA63SMPTPHUGWFL6

not attested not anchored not stored refs pending

Hierarchical Control in Multi-Agent Games: LLM-based Planning and RL Execution

Alessandro Sestini, Amir Baghi, Florian Fuchs, Jannik H\"osch, Jean-Philippe Barrette-LaPierre, Joakim Bergdahl, Konrad Tollmar, Linus Gissl\'en

arxiv:2606.20014 v1 · 2026-06-18 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AOGCDBIKXFCA63SMPTPHUGWFL6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-19T16:13:00.720293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

038c21850ab9440f6e4c7cde7a1ac55f90d49f2d17e085119cd87dc882e77397

Aliases

arxiv: 2606.20014 · arxiv_version: 2606.20014v1 · doi: 10.48550/arxiv.2606.20014 · pith_short_12: AOGCDBIKXFCA · pith_short_16: AOGCDBIKXFCA63SM · pith_short_8: AOGCDBIK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/AOGCDBIKXFCA63SMPTPHUGWFL6 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 038c21850ab9440f6e4c7cde7a1ac55f90d49f2d17e085119cd87dc882e77397

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e43fe094116fb37ab3fb728f4eb5f92f8ef92dcb87c0703438b06b9f503f95a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T09:47:06Z",
    "title_canon_sha256": "6a7aa8a60b0ff97a3d294984e59425ae3c8469ab65911641aeb41246bc0a9ca2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20014",
    "kind": "arxiv",
    "version": 1
  }
}